Kedis ku xidhan hagaha · Dhexdhexaad Heerka

CUDA, Darawalka iyo Nooca Qaab-dhismeedka Kediska Waafaqid

Kala saar darawalka martida loo yahay, xirmada qalabka iyo qaabdhismeedka qaab dhismeedyo, oo dooro hubinta ku habboonaanta ee u dhigma goobta geynta.

Wadooyinka haga ee la xidhiidhaWaafaqsanaanta Qaab-dhismeedka Darawalka Cuda
Su'aal 1 ee 8

Qaybtee maamusha GPU-ga jirka ah ee ka socda nidaamka hawlgalka ee martida?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Qaybtee maamusha GPU-ga jirka ah ee ka socda nidaamka hawlgalka ee martida?
    • The NVIDIA driver
    • The framework wheel
    • The model checkpoint
    • The Python virtual environment
  2. Waa maxay waxa ugu tooska ah ee summada dhismaha CUDA ee qaab-dhismeedka ay sharraxdo?
    • The exact host driver installed on every machine
    • The CUDA support that framework package was built to use
    • The version of the physical GPU firmware
    • The model's training data format
  3. Maxay u kala duwan tahay nvcc --version iyo shaashadda awoodaha CUDA ee qalabka maamulaha?
    • Both report the framework version
    • One must be corrupted whenever values differ
    • They report different layers: toolkit compiler versus driver-supported capability
    • They both identify the GPU model only
  4. Waa maxay waxa guud ahaan CUDA u oggolaaneyso iswaafajinta gadaal ee xaaladaha aan si buuxda loo dukumeenti?
    • An older driver can run applications built with a newer toolkit without a compatibility path
    • Driver and toolkit versions must always have identical minor numbers
    • A sufficiently new driver can run applications built with older CUDA toolkits
    • Any toolkit build works with every older driver
  5. Qaab-dhismeedka wakiilku wuu soo dejinayaa, laakiin hawlgalka GPU-ga ayaa fashilmaya. Goobta saxda ah ee lagu gaari karo?
    • The host driver must be correct
    • Package import succeeded, but runtime compatibility still needs diagnosis
    • The model checkpoint is incompatible by definition
    • All CUDA libraries are initialized
  6. Where should an engineer verify a supported framework and CUDA combination?
    • A container filename alone
    • An arbitrary version string copied from another project
    • The framework's official release installation guidance and NVIDIA compatibility documentation
    • The newest toolkit regardless of framework build
  7. Why change one compatibility layer at a time during troubleshooting?
    • It makes toolkit and driver versions identical
    • It guarantees a newer driver works with every package
    • It avoids recording versions
    • It helps identify which change resolves or causes the failure
  8. What should a reproducible GPU bug report record?
    • OS, GPU, host driver, image and framework build
    • Only the framework's major version
    • Only the displayed CUDA capability
    • The user's password and model weights